ISS0023 Intelligent Control Systems

Course description

The grade for the lab works will be the sum of 5 best reports of 6 (max. 5 points). If you submit 5 reports and decide not to submit one of the reports, all points will be summarized and give the grade for the labs.

Two more grades will be given for the exam tasks. You will get 2 tasks. Each task will be evaluated separately.

Instructors:

Semester:

Autumn

Year:

2018

Awarded ECTS points:

5.0

Description:

The course gives an overview of :

complex systems modeling and control methods and their applications in design of reliable control systems.

artificial intelligence methods (artificial neural networks, fuzzy systems, genetic algorithms) based systems identification and control techniques and their applications in development of intelligent control systems.

artificial intelligence methods based classification and recognition techniques and their applications.

Design supervised and unsupervised NN based systems for recognition of numbers given in file all_numbers.m. Proof experimentally that the system correctly recognizes all numbers with 16% of random noise. REPORT DEADLINE: November 26, 2018